Overview

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Dataset statistics

Number of variables29
Number of observations144
Missing cells104
Missing cells (%)2.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory32.8 KiB
Average record size in memory232.9 B

Variable types

Categorical2
Numeric27

Alerts

AG is highly overall correlated with AI and 25 other fieldsHigh correlation
AI is highly overall correlated with AG and 25 other fieldsHigh correlation
AR is highly overall correlated with AG and 25 other fieldsHigh correlation
BE is highly overall correlated with AG and 25 other fieldsHigh correlation
BL is highly overall correlated with AG and 25 other fieldsHigh correlation
BS is highly overall correlated with AG and 25 other fieldsHigh correlation
CH is highly overall correlated with AG and 25 other fieldsHigh correlation
FR is highly overall correlated with AG and 25 other fieldsHigh correlation
GE is highly overall correlated with AG and 25 other fieldsHigh correlation
GL is highly overall correlated with AG and 25 other fieldsHigh correlation
GR is highly overall correlated with AG and 25 other fieldsHigh correlation
LU is highly overall correlated with AG and 25 other fieldsHigh correlation
NE is highly overall correlated with AG and 25 other fieldsHigh correlation
NW is highly overall correlated with AG and 25 other fieldsHigh correlation
OW is highly overall correlated with AG and 25 other fieldsHigh correlation
Parameter is highly overall correlated with AG and 25 other fieldsHigh correlation
SG is highly overall correlated with AG and 25 other fieldsHigh correlation
SH is highly overall correlated with AG and 25 other fieldsHigh correlation
SO is highly overall correlated with AG and 25 other fieldsHigh correlation
SZ is highly overall correlated with AG and 25 other fieldsHigh correlation
TG is highly overall correlated with AG and 25 other fieldsHigh correlation
TI is highly overall correlated with AG and 25 other fieldsHigh correlation
UR is highly overall correlated with AG and 25 other fieldsHigh correlation
VD is highly overall correlated with AG and 25 other fieldsHigh correlation
VS is highly overall correlated with AG and 25 other fieldsHigh correlation
ZG is highly overall correlated with AG and 25 other fieldsHigh correlation
ZH is highly overall correlated with AG and 25 other fieldsHigh correlation
ZH has 4 (2.8%) missing values Missing
BE has 4 (2.8%) missing values Missing
LU has 4 (2.8%) missing values Missing
UR has 4 (2.8%) missing values Missing
SZ has 4 (2.8%) missing values Missing
OW has 4 (2.8%) missing values Missing
NW has 4 (2.8%) missing values Missing
GL has 4 (2.8%) missing values Missing
ZG has 4 (2.8%) missing values Missing
FR has 4 (2.8%) missing values Missing
SO has 4 (2.8%) missing values Missing
BS has 4 (2.8%) missing values Missing
BL has 4 (2.8%) missing values Missing
SH has 4 (2.8%) missing values Missing
AR has 4 (2.8%) missing values Missing
AI has 4 (2.8%) missing values Missing
SG has 4 (2.8%) missing values Missing
GR has 4 (2.8%) missing values Missing
AG has 4 (2.8%) missing values Missing
TG has 4 (2.8%) missing values Missing
TI has 4 (2.8%) missing values Missing
VD has 4 (2.8%) missing values Missing
VS has 4 (2.8%) missing values Missing
NE has 4 (2.8%) missing values Missing
GE has 4 (2.8%) missing values Missing
CH has 4 (2.8%) missing values Missing
Month is uniformly distributed Uniform
ZH has 25 (17.4%) zeros Zeros
BE has 22 (15.3%) zeros Zeros
LU has 42 (29.2%) zeros Zeros
UR has 61 (42.4%) zeros Zeros
SZ has 45 (31.2%) zeros Zeros
OW has 60 (41.7%) zeros Zeros
NW has 63 (43.8%) zeros Zeros
GL has 59 (41.0%) zeros Zeros
ZG has 56 (38.9%) zeros Zeros
FR has 35 (24.3%) zeros Zeros
SO has 46 (31.9%) zeros Zeros
BS has 37 (25.7%) zeros Zeros
BL has 42 (29.2%) zeros Zeros
SH has 55 (38.2%) zeros Zeros
AR has 52 (36.1%) zeros Zeros
AI has 62 (43.1%) zeros Zeros
SG has 33 (22.9%) zeros Zeros
GR has 34 (23.6%) zeros Zeros
AG has 27 (18.8%) zeros Zeros
TG has 49 (34.0%) zeros Zeros
TI has 37 (25.7%) zeros Zeros
VD has 21 (14.6%) zeros Zeros
VS has 34 (23.6%) zeros Zeros
NE has 43 (29.9%) zeros Zeros
GE has 36 (25.0%) zeros Zeros
CH has 5 (3.5%) zeros Zeros

Reproduction

Analysis started2025-05-08 09:24:56.879753
Analysis finished2025-05-08 09:26:15.426044
Duration1 minute and 18.55 seconds
Software versionydata-profiling vv4.12.2
Download configurationconfig.json

Variables

Month
Categorical

Uniform 

Distinct12
Distinct (%)8.3%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
January
12 
February
12 
March
12 
April
12 
May
12 
Other values (7)
84 

Length

Max length9
Median length7
Mean length6.1666667
Min length3

Characters and Unicode

Total characters888
Distinct characters26
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowJanuary
2nd rowFebruary
3rd rowMarch
4th rowApril
5th rowMay

Common Values

ValueCountFrequency (%)
January 12
8.3%
February 12
8.3%
March 12
8.3%
April 12
8.3%
May 12
8.3%
June 12
8.3%
July 12
8.3%
August 12
8.3%
September 12
8.3%
October 12
8.3%
Other values (2) 24
16.7%

Length

2025-05-08T11:26:15.605266image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
january 12
8.3%
february 12
8.3%
march 12
8.3%
april 12
8.3%
may 12
8.3%
june 12
8.3%
july 12
8.3%
august 12
8.3%
september 12
8.3%
october 12
8.3%
Other values (2) 24
16.7%

Most occurring characters

ValueCountFrequency (%)
e 132
14.9%
r 108
12.2%
u 72
 
8.1%
a 60
 
6.8%
b 60
 
6.8%
y 48
 
5.4%
J 36
 
4.1%
m 36
 
4.1%
t 36
 
4.1%
c 36
 
4.1%
Other values (16) 264
29.7%

Most occurring categories

ValueCountFrequency (%)
(unknown) 888
100.0%

Most frequent character per category

(unknown)
ValueCountFrequency (%)
e 132
14.9%
r 108
12.2%
u 72
 
8.1%
a 60
 
6.8%
b 60
 
6.8%
y 48
 
5.4%
J 36
 
4.1%
m 36
 
4.1%
t 36
 
4.1%
c 36
 
4.1%
Other values (16) 264
29.7%

Most occurring scripts

ValueCountFrequency (%)
(unknown) 888
100.0%

Most frequent character per script

(unknown)
ValueCountFrequency (%)
e 132
14.9%
r 108
12.2%
u 72
 
8.1%
a 60
 
6.8%
b 60
 
6.8%
y 48
 
5.4%
J 36
 
4.1%
m 36
 
4.1%
t 36
 
4.1%
c 36
 
4.1%
Other values (16) 264
29.7%

Most occurring blocks

ValueCountFrequency (%)
(unknown) 888
100.0%

Most frequent character per block

(unknown)
ValueCountFrequency (%)
e 132
14.9%
r 108
12.2%
u 72
 
8.1%
a 60
 
6.8%
b 60
 
6.8%
y 48
 
5.4%
J 36
 
4.1%
m 36
 
4.1%
t 36
 
4.1%
c 36
 
4.1%
Other values (16) 264
29.7%

Year
Real number (ℝ)

Distinct6
Distinct (%)4.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1955.5
Minimum1953
Maximum1958
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:15.695449image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum1953
5-th percentile1953
Q11954
median1955.5
Q31957
95-th percentile1958
Maximum1958
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.7137861
Coefficient of variation (CV)0.00087639281
Kurtosis-1.2708934
Mean1955.5
Median Absolute Deviation (MAD)1.5
Skewness0
Sum281592
Variance2.9370629
MonotonicityNot monotonic
2025-05-08T11:26:15.785739image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1953 24
16.7%
1954 24
16.7%
1955 24
16.7%
1956 24
16.7%
1957 24
16.7%
1958 24
16.7%
ValueCountFrequency (%)
1953 24
16.7%
1954 24
16.7%
1955 24
16.7%
1956 24
16.7%
1957 24
16.7%
1958 24
16.7%
ValueCountFrequency (%)
1958 24
16.7%
1957 24
16.7%
1956 24
16.7%
1955 24
16.7%
1954 24
16.7%
1953 24
16.7%

Parameter
Categorical

High correlation 

Distinct3
Distinct (%)2.1%
Missing0
Missing (%)0.0%
Memory size1.2 KiB
Deaths Influenza
72 
Deaths Total
36 
Total deaths
36 

Length

Max length16
Median length14
Mean length14
Min length12

Characters and Unicode

Total characters2016
Distinct characters16
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDeaths Influenza
2nd rowDeaths Influenza
3rd rowDeaths Influenza
4th rowDeaths Influenza
5th rowDeaths Influenza

Common Values

ValueCountFrequency (%)
Deaths Influenza 72
50.0%
Deaths Total 36
25.0%
Total deaths 36
25.0%

Length

2025-05-08T11:26:15.908508image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2025-05-08T11:26:15.991560image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
ValueCountFrequency (%)
deaths 144
50.0%
influenza 72
25.0%
total 72
25.0%

Most occurring characters

ValueCountFrequency (%)
a 288
14.3%
e 216
10.7%
t 216
10.7%
h 144
 
7.1%
144
 
7.1%
s 144
 
7.1%
l 144
 
7.1%
n 144
 
7.1%
D 108
 
5.4%
I 72
 
3.6%
Other values (6) 396
19.6%

Most occurring categories

ValueCountFrequency (%)
(unknown) 2016
100.0%

Most frequent character per category

(unknown)
ValueCountFrequency (%)
a 288
14.3%
e 216
10.7%
t 216
10.7%
h 144
 
7.1%
144
 
7.1%
s 144
 
7.1%
l 144
 
7.1%
n 144
 
7.1%
D 108
 
5.4%
I 72
 
3.6%
Other values (6) 396
19.6%

Most occurring scripts

ValueCountFrequency (%)
(unknown) 2016
100.0%

Most frequent character per script

(unknown)
ValueCountFrequency (%)
a 288
14.3%
e 216
10.7%
t 216
10.7%
h 144
 
7.1%
144
 
7.1%
s 144
 
7.1%
l 144
 
7.1%
n 144
 
7.1%
D 108
 
5.4%
I 72
 
3.6%
Other values (6) 396
19.6%

Most occurring blocks

ValueCountFrequency (%)
(unknown) 2016
100.0%

Most frequent character per block

(unknown)
ValueCountFrequency (%)
a 288
14.3%
e 216
10.7%
t 216
10.7%
h 144
 
7.1%
144
 
7.1%
s 144
 
7.1%
l 144
 
7.1%
n 144
 
7.1%
D 108
 
5.4%
I 72
 
3.6%
Other values (6) 396
19.6%

ZH
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct78
Distinct (%)55.7%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean332.04286
Minimum0
Maximum938
Zeros25
Zeros (%)17.4%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:16.116439image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median73.5
Q3660.5
95-th percentile774.05
Maximum938
Range938
Interquartile range (IQR)658.5

Descriptive statistics

Standard deviation337.51887
Coefficient of variation (CV)1.0164919
Kurtosis-1.8814434
Mean332.04286
Median Absolute Deviation (MAD)73.5
Skewness0.13594157
Sum46486
Variance113918.99
MonotonicityNot monotonic
2025-05-08T11:26:16.400363image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 25
 
17.4%
1 9
 
6.2%
3 7
 
4.9%
2 6
 
4.2%
6 5
 
3.5%
7 4
 
2.8%
691 4
 
2.8%
707 2
 
1.4%
630 2
 
1.4%
633 2
 
1.4%
Other values (68) 74
51.4%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 25
17.4%
1 9
 
6.2%
2 6
 
4.2%
3 7
 
4.9%
4 1
 
0.7%
6 5
 
3.5%
7 4
 
2.8%
9 2
 
1.4%
12 1
 
0.7%
19 1
 
0.7%
ValueCountFrequency (%)
938 1
0.7%
852 1
0.7%
836 1
0.7%
813 1
0.7%
780 1
0.7%
776 1
0.7%
775 1
0.7%
774 1
0.7%
772 2
1.4%
766 1
0.7%

BE
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct90
Distinct (%)64.3%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean344.89286
Minimum0
Maximum1126
Zeros22
Zeros (%)15.3%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:16.590573image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q12
median83.5
Q3677
95-th percentile808.45
Maximum1126
Range1126
Interquartile range (IQR)675

Descriptive statistics

Standard deviation350.23921
Coefficient of variation (CV)1.0155015
Kurtosis-1.7302029
Mean344.89286
Median Absolute Deviation (MAD)83.5
Skewness0.19468862
Sum48285
Variance122667.51
MonotonicityNot monotonic
2025-05-08T11:26:16.877022image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 22
 
15.3%
1 8
 
5.6%
2 7
 
4.9%
3 4
 
2.8%
6 4
 
2.8%
4 3
 
2.1%
5 2
 
1.4%
13 2
 
1.4%
770 2
 
1.4%
14 2
 
1.4%
Other values (80) 84
58.3%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 22
15.3%
1 8
 
5.6%
2 7
 
4.9%
3 4
 
2.8%
4 3
 
2.1%
5 2
 
1.4%
6 4
 
2.8%
8 1
 
0.7%
9 1
 
0.7%
10 1
 
0.7%
ValueCountFrequency (%)
1126 1
0.7%
978 1
0.7%
927 1
0.7%
915 1
0.7%
838 1
0.7%
827 1
0.7%
817 1
0.7%
808 2
1.4%
799 1
0.7%
792 1
0.7%

LU
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct65
Distinct (%)46.4%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean91.285714
Minimum0
Maximum308
Zeros42
Zeros (%)29.2%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:17.035393image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median23.5
Q3180.25
95-th percentile217.05
Maximum308
Range308
Interquartile range (IQR)180.25

Descriptive statistics

Standard deviation93.757861
Coefficient of variation (CV)1.0270814
Kurtosis-1.7244798
Mean91.285714
Median Absolute Deviation (MAD)23.5
Skewness0.19950729
Sum12780
Variance8790.5365
MonotonicityNot monotonic
2025-05-08T11:26:17.173718image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 42
29.2%
1 13
 
9.0%
177 4
 
2.8%
2 4
 
2.8%
201 2
 
1.4%
8 2
 
1.4%
160 2
 
1.4%
185 2
 
1.4%
4 2
 
1.4%
190 2
 
1.4%
Other values (55) 65
45.1%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 42
29.2%
1 13
 
9.0%
2 4
 
2.8%
3 2
 
1.4%
4 2
 
1.4%
8 2
 
1.4%
9 1
 
0.7%
14 1
 
0.7%
16 1
 
0.7%
17 1
 
0.7%
ValueCountFrequency (%)
308 1
0.7%
259 1
0.7%
239 1
0.7%
236 1
0.7%
222 1
0.7%
220 1
0.7%
218 1
0.7%
217 1
0.7%
216 1
0.7%
212 1
0.7%

UR
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct28
Distinct (%)20.0%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean10.685714
Minimum0
Maximum34
Zeros61
Zeros (%)42.4%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:17.289356image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2.5
Q321
95-th percentile29
Maximum34
Range34
Interquartile range (IQR)21

Descriptive statistics

Standard deviation11.456572
Coefficient of variation (CV)1.072139
Kurtosis-1.502564
Mean10.685714
Median Absolute Deviation (MAD)2.5
Skewness0.37399456
Sum1496
Variance131.25303
MonotonicityNot monotonic
2025-05-08T11:26:17.475829image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%)
0 61
42.4%
1 8
 
5.6%
25 8
 
5.6%
21 6
 
4.2%
15 5
 
3.5%
19 5
 
3.5%
26 5
 
3.5%
20 5
 
3.5%
17 4
 
2.8%
18 3
 
2.1%
Other values (18) 30
20.8%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 61
42.4%
1 8
 
5.6%
2 1
 
0.7%
3 1
 
0.7%
4 1
 
0.7%
8 1
 
0.7%
11 1
 
0.7%
13 1
 
0.7%
14 2
 
1.4%
15 5
 
3.5%
ValueCountFrequency (%)
34 1
 
0.7%
33 2
 
1.4%
32 1
 
0.7%
31 1
 
0.7%
29 3
 
2.1%
28 1
 
0.7%
27 2
 
1.4%
26 5
3.5%
25 8
5.6%
24 3
 
2.1%

SZ
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct42
Distinct (%)30.0%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean31.842857
Minimum0
Maximum103
Zeros45
Zeros (%)31.2%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:17.610058image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median8
Q364
95-th percentile78.2
Maximum103
Range103
Interquartile range (IQR)64

Descriptive statistics

Standard deviation32.846114
Coefficient of variation (CV)1.0315065
Kurtosis-1.68229
Mean31.842857
Median Absolute Deviation (MAD)8
Skewness0.24296631
Sum4458
Variance1078.8672
MonotonicityNot monotonic
2025-05-08T11:26:17.768550image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=42)
ValueCountFrequency (%)
0 45
31.2%
1 15
 
10.4%
73 5
 
3.5%
62 4
 
2.8%
64 4
 
2.8%
56 4
 
2.8%
66 4
 
2.8%
2 3
 
2.1%
71 3
 
2.1%
5 3
 
2.1%
Other values (32) 50
34.7%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 45
31.2%
1 15
 
10.4%
2 3
 
2.1%
3 1
 
0.7%
4 2
 
1.4%
5 3
 
2.1%
7 1
 
0.7%
9 1
 
0.7%
13 1
 
0.7%
42 1
 
0.7%
ValueCountFrequency (%)
103 1
 
0.7%
90 1
 
0.7%
87 1
 
0.7%
86 1
 
0.7%
82 3
2.1%
78 1
 
0.7%
77 1
 
0.7%
76 1
 
0.7%
74 2
 
1.4%
73 5
3.5%

OW
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct23
Distinct (%)16.4%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean8.8642857
Minimum0
Maximum35
Zeros60
Zeros (%)41.7%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:17.940970image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2.5
Q317
95-th percentile25
Maximum35
Range35
Interquartile range (IQR)17

Descriptive statistics

Standard deviation9.6180366
Coefficient of variation (CV)1.0850323
Kurtosis-1.1147643
Mean8.8642857
Median Absolute Deviation (MAD)2.5
Skewness0.50908534
Sum1241
Variance92.506629
MonotonicityNot monotonic
2025-05-08T11:26:18.063506image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
0 60
41.7%
1 8
 
5.6%
13 7
 
4.9%
14 6
 
4.2%
15 5
 
3.5%
23 5
 
3.5%
19 5
 
3.5%
16 5
 
3.5%
25 5
 
3.5%
11 4
 
2.8%
Other values (13) 30
20.8%
ValueCountFrequency (%)
0 60
41.7%
1 8
 
5.6%
2 2
 
1.4%
3 2
 
1.4%
10 1
 
0.7%
11 4
 
2.8%
12 4
 
2.8%
13 7
 
4.9%
14 6
 
4.2%
15 5
 
3.5%
ValueCountFrequency (%)
35 1
 
0.7%
32 1
 
0.7%
26 1
 
0.7%
25 5
3.5%
24 2
 
1.4%
23 5
3.5%
22 3
2.1%
21 3
2.1%
20 4
2.8%
19 5
3.5%

NW
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct23
Distinct (%)16.4%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean7.2428571
Minimum0
Maximum27
Zeros63
Zeros (%)43.8%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:18.203198image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q314
95-th percentile20
Maximum27
Range27
Interquartile range (IQR)14

Descriptive statistics

Standard deviation7.9357777
Coefficient of variation (CV)1.0956695
Kurtosis-1.1469224
Mean7.2428571
Median Absolute Deviation (MAD)2
Skewness0.51788362
Sum1014
Variance62.976567
MonotonicityNot monotonic
2025-05-08T11:26:18.335659image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
0 63
43.8%
15 7
 
4.9%
14 7
 
4.9%
13 7
 
4.9%
19 6
 
4.2%
1 6
 
4.2%
9 5
 
3.5%
16 5
 
3.5%
10 4
 
2.8%
11 4
 
2.8%
Other values (13) 26
18.1%
ValueCountFrequency (%)
0 63
43.8%
1 6
 
4.2%
2 3
 
2.1%
7 1
 
0.7%
8 3
 
2.1%
9 5
 
3.5%
10 4
 
2.8%
11 4
 
2.8%
12 4
 
2.8%
13 7
 
4.9%
ValueCountFrequency (%)
27 1
 
0.7%
26 1
 
0.7%
24 1
 
0.7%
23 1
 
0.7%
22 1
 
0.7%
21 1
 
0.7%
20 2
 
1.4%
19 6
4.2%
18 4
2.8%
17 3
2.1%

GL
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct34
Distinct (%)24.3%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean16.564286
Minimum0
Maximum48
Zeros59
Zeros (%)41.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:18.492588image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median4
Q331.25
95-th percentile44
Maximum48
Range48
Interquartile range (IQR)31.25

Descriptive statistics

Standard deviation17.425364
Coefficient of variation (CV)1.051984
Kurtosis-1.6252534
Mean16.564286
Median Absolute Deviation (MAD)4
Skewness0.30342601
Sum2319
Variance303.64332
MonotonicityNot monotonic
2025-05-08T11:26:18.623801image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=34)
ValueCountFrequency (%)
0 59
41.0%
31 8
 
5.6%
28 5
 
3.5%
40 4
 
2.8%
2 4
 
2.8%
1 4
 
2.8%
29 4
 
2.8%
44 4
 
2.8%
30 4
 
2.8%
34 4
 
2.8%
Other values (24) 40
27.8%
ValueCountFrequency (%)
0 59
41.0%
1 4
 
2.8%
2 4
 
2.8%
3 2
 
1.4%
4 2
 
1.4%
6 1
 
0.7%
19 1
 
0.7%
20 1
 
0.7%
22 2
 
1.4%
23 2
 
1.4%
ValueCountFrequency (%)
48 1
 
0.7%
47 1
 
0.7%
46 2
1.4%
45 1
 
0.7%
44 4
2.8%
43 2
1.4%
42 1
 
0.7%
41 3
2.1%
40 4
2.8%
39 1
 
0.7%

ZG
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct33
Distinct (%)23.6%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean16.9
Minimum0
Maximum55
Zeros56
Zeros (%)38.9%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:18.729778image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median6.5
Q333
95-th percentile43
Maximum55
Range55
Interquartile range (IQR)33

Descriptive statistics

Standard deviation17.532826
Coefficient of variation (CV)1.0374453
Kurtosis-1.6302947
Mean16.9
Median Absolute Deviation (MAD)6.5
Skewness0.27597056
Sum2366
Variance307.4
MonotonicityNot monotonic
2025-05-08T11:26:18.827945image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
0 56
38.9%
1 8
 
5.6%
32 5
 
3.5%
28 5
 
3.5%
41 4
 
2.8%
31 4
 
2.8%
29 4
 
2.8%
34 4
 
2.8%
33 4
 
2.8%
27 4
 
2.8%
Other values (23) 42
29.2%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 56
38.9%
1 8
 
5.6%
2 2
 
1.4%
3 1
 
0.7%
4 2
 
1.4%
6 1
 
0.7%
7 2
 
1.4%
22 1
 
0.7%
23 1
 
0.7%
24 2
 
1.4%
ValueCountFrequency (%)
55 1
 
0.7%
47 1
 
0.7%
46 1
 
0.7%
44 3
2.1%
43 3
2.1%
42 2
1.4%
41 4
2.8%
40 3
2.1%
39 2
1.4%
38 2
1.4%

FR
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct56
Distinct (%)40.0%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean65.507143
Minimum0
Maximum193
Zeros35
Zeros (%)24.3%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:18.951470image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.75
median17.5
Q3127
95-th percentile160.2
Maximum193
Range193
Interquartile range (IQR)126.25

Descriptive statistics

Standard deviation66.780807
Coefficient of variation (CV)1.0194431
Kurtosis-1.7684443
Mean65.507143
Median Absolute Deviation (MAD)17.5
Skewness0.19041341
Sum9171
Variance4459.6762
MonotonicityNot monotonic
2025-05-08T11:26:19.130927image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 35
24.3%
1 16
 
11.1%
2 8
 
5.6%
3 4
 
2.8%
118 4
 
2.8%
128 4
 
2.8%
127 4
 
2.8%
122 4
 
2.8%
123 3
 
2.1%
145 3
 
2.1%
Other values (46) 55
38.2%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 35
24.3%
1 16
11.1%
2 8
 
5.6%
3 4
 
2.8%
4 1
 
0.7%
10 1
 
0.7%
11 1
 
0.7%
13 1
 
0.7%
14 1
 
0.7%
15 1
 
0.7%
ValueCountFrequency (%)
193 1
0.7%
182 1
0.7%
177 1
0.7%
172 1
0.7%
171 1
0.7%
168 1
0.7%
164 1
0.7%
160 1
0.7%
159 1
0.7%
157 1
0.7%

SO
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct54
Distinct (%)38.6%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean65.892857
Minimum0
Maximum195
Zeros46
Zeros (%)31.9%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:19.305386image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median21.5
Q3128.75
95-th percentile157
Maximum195
Range195
Interquartile range (IQR)128.75

Descriptive statistics

Standard deviation66.942657
Coefficient of variation (CV)1.0159319
Kurtosis-1.7798912
Mean65.892857
Median Absolute Deviation (MAD)21.5
Skewness0.18722938
Sum9225
Variance4481.3194
MonotonicityNot monotonic
2025-05-08T11:26:19.480204image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 46
31.9%
2 5
 
3.5%
124 5
 
3.5%
127 4
 
2.8%
1 4
 
2.8%
3 3
 
2.1%
140 3
 
2.1%
151 3
 
2.1%
128 3
 
2.1%
106 3
 
2.1%
Other values (44) 61
42.4%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 46
31.9%
1 4
 
2.8%
2 5
 
3.5%
3 3
 
2.1%
4 2
 
1.4%
5 2
 
1.4%
6 1
 
0.7%
10 2
 
1.4%
11 1
 
0.7%
12 1
 
0.7%
ValueCountFrequency (%)
195 1
 
0.7%
185 1
 
0.7%
178 1
 
0.7%
165 1
 
0.7%
161 1
 
0.7%
160 1
 
0.7%
157 2
1.4%
156 1
 
0.7%
151 3
2.1%
149 1
 
0.7%

BS
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct61
Distinct (%)43.6%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean88.214286
Minimum0
Maximum243
Zeros37
Zeros (%)25.7%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:19.635791image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median18
Q3171.25
95-th percentile214.3
Maximum243
Range243
Interquartile range (IQR)171.25

Descriptive statistics

Standard deviation90.515533
Coefficient of variation (CV)1.026087
Kurtosis-1.8416597
Mean88.214286
Median Absolute Deviation (MAD)18
Skewness0.16220913
Sum12350
Variance8193.0617
MonotonicityNot monotonic
2025-05-08T11:26:19.768587image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 37
25.7%
1 14
 
9.7%
2 8
 
5.6%
163 5
 
3.5%
182 4
 
2.8%
168 3
 
2.1%
4 3
 
2.1%
184 3
 
2.1%
203 2
 
1.4%
152 2
 
1.4%
Other values (51) 59
41.0%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 37
25.7%
1 14
 
9.7%
2 8
 
5.6%
3 1
 
0.7%
4 3
 
2.1%
5 1
 
0.7%
6 2
 
1.4%
8 1
 
0.7%
9 1
 
0.7%
15 1
 
0.7%
ValueCountFrequency (%)
243 1
0.7%
233 1
0.7%
228 1
0.7%
226 1
0.7%
223 1
0.7%
221 1
0.7%
220 1
0.7%
214 1
0.7%
213 1
0.7%
210 1
0.7%

BL
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct51
Distinct (%)36.4%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean44.257143
Minimum0
Maximum144
Zeros42
Zeros (%)29.2%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:19.893181image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median15
Q387
95-th percentile114.05
Maximum144
Range144
Interquartile range (IQR)87

Descriptive statistics

Standard deviation45.749454
Coefficient of variation (CV)1.0337191
Kurtosis-1.5781567
Mean44.257143
Median Absolute Deviation (MAD)15
Skewness0.28947229
Sum6196
Variance2093.0125
MonotonicityNot monotonic
2025-05-08T11:26:20.064420image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 42
29.2%
1 15
 
10.4%
78 5
 
3.5%
4 4
 
2.8%
76 4
 
2.8%
5 3
 
2.1%
83 3
 
2.1%
81 3
 
2.1%
95 3
 
2.1%
94 3
 
2.1%
Other values (41) 55
38.2%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 42
29.2%
1 15
 
10.4%
2 2
 
1.4%
4 4
 
2.8%
5 3
 
2.1%
7 1
 
0.7%
9 2
 
1.4%
12 1
 
0.7%
18 1
 
0.7%
20 1
 
0.7%
ValueCountFrequency (%)
144 1
0.7%
133 1
0.7%
130 1
0.7%
127 1
0.7%
122 1
0.7%
117 1
0.7%
115 1
0.7%
114 1
0.7%
107 1
0.7%
106 1
0.7%

SH
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct44
Distinct (%)31.4%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean25.592857
Minimum0
Maximum81
Zeros55
Zeros (%)38.2%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:20.187888image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median9.5
Q349
95-th percentile68.15
Maximum81
Range81
Interquartile range (IQR)49

Descriptive statistics

Standard deviation26.838418
Coefficient of variation (CV)1.0486683
Kurtosis-1.503044
Mean25.592857
Median Absolute Deviation (MAD)9.5
Skewness0.33443135
Sum3583
Variance720.30067
MonotonicityNot monotonic
2025-05-08T11:26:20.352170image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=44)
ValueCountFrequency (%)
0 55
38.2%
1 7
 
4.9%
49 4
 
2.8%
53 4
 
2.8%
41 4
 
2.8%
46 4
 
2.8%
37 4
 
2.8%
47 4
 
2.8%
40 3
 
2.1%
59 3
 
2.1%
Other values (34) 48
33.3%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 55
38.2%
1 7
 
4.9%
2 3
 
2.1%
3 2
 
1.4%
5 1
 
0.7%
6 1
 
0.7%
8 1
 
0.7%
11 1
 
0.7%
13 1
 
0.7%
33 1
 
0.7%
ValueCountFrequency (%)
81 1
 
0.7%
79 1
 
0.7%
77 1
 
0.7%
76 1
 
0.7%
73 1
 
0.7%
72 1
 
0.7%
71 1
 
0.7%
68 1
 
0.7%
64 3
2.1%
63 1
 
0.7%

AR
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct39
Distinct (%)27.9%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean26.814286
Minimum0
Maximum93
Zeros52
Zeros (%)36.1%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:20.564388image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median7
Q353.25
95-th percentile67
Maximum93
Range93
Interquartile range (IQR)53.25

Descriptive statistics

Standard deviation27.708292
Coefficient of variation (CV)1.0333407
Kurtosis-1.6192424
Mean26.814286
Median Absolute Deviation (MAD)7
Skewness0.26134059
Sum3754
Variance767.74943
MonotonicityNot monotonic
2025-05-08T11:26:20.839713image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
0 52
36.1%
1 7
 
4.9%
45 6
 
4.2%
57 6
 
4.2%
56 4
 
2.8%
43 4
 
2.8%
3 4
 
2.8%
55 3
 
2.1%
50 3
 
2.1%
59 3
 
2.1%
Other values (29) 48
33.3%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 52
36.1%
1 7
 
4.9%
2 2
 
1.4%
3 4
 
2.8%
4 3
 
2.1%
5 1
 
0.7%
7 2
 
1.4%
10 1
 
0.7%
39 2
 
1.4%
41 2
 
1.4%
ValueCountFrequency (%)
93 1
 
0.7%
75 1
 
0.7%
74 1
 
0.7%
71 1
 
0.7%
70 1
 
0.7%
67 3
2.1%
66 1
 
0.7%
65 1
 
0.7%
64 1
 
0.7%
63 1
 
0.7%

AI
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct20
Distinct (%)14.3%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean6.5857143
Minimum0
Maximum24
Zeros62
Zeros (%)43.1%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:20.974040image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q312
95-th percentile18.05
Maximum24
Range24
Interquartile range (IQR)12

Descriptive statistics

Standard deviation7.0343307
Coefficient of variation (CV)1.0681196
Kurtosis-1.261573
Mean6.5857143
Median Absolute Deviation (MAD)2
Skewness0.4430689
Sum922
Variance49.481809
MonotonicityNot monotonic
2025-05-08T11:26:22.098504image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
0 62
43.1%
12 13
 
9.0%
16 11
 
7.6%
11 7
 
4.9%
1 6
 
4.2%
10 6
 
4.2%
9 6
 
4.2%
13 6
 
4.2%
15 5
 
3.5%
2 3
 
2.1%
Other values (10) 15
 
10.4%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 62
43.1%
1 6
 
4.2%
2 3
 
2.1%
6 2
 
1.4%
7 1
 
0.7%
8 1
 
0.7%
9 6
 
4.2%
10 6
 
4.2%
11 7
 
4.9%
12 13
 
9.0%
ValueCountFrequency (%)
24 1
 
0.7%
22 1
 
0.7%
20 3
 
2.1%
19 2
 
1.4%
18 1
 
0.7%
17 1
 
0.7%
16 11
7.6%
15 5
3.5%
14 2
 
1.4%
13 6
4.2%

SG
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct70
Distinct (%)50.0%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean139.00714
Minimum0
Maximum416
Zeros33
Zeros (%)22.9%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:22.212198image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median30.5
Q3273
95-th percentile333.15
Maximum416
Range416
Interquartile range (IQR)272

Descriptive statistics

Standard deviation142.35858
Coefficient of variation (CV)1.0241098
Kurtosis-1.7924875
Mean139.00714
Median Absolute Deviation (MAD)30.5
Skewness0.18130392
Sum19461
Variance20265.964
MonotonicityNot monotonic
2025-05-08T11:26:22.338196image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 33
22.9%
1 9
 
6.2%
2 9
 
6.2%
242 3
 
2.1%
5 3
 
2.1%
308 3
 
2.1%
261 3
 
2.1%
4 2
 
1.4%
21 2
 
1.4%
6 2
 
1.4%
Other values (60) 71
49.3%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 33
22.9%
1 9
 
6.2%
2 9
 
6.2%
3 2
 
1.4%
4 2
 
1.4%
5 3
 
2.1%
6 2
 
1.4%
7 1
 
0.7%
10 2
 
1.4%
11 1
 
0.7%
ValueCountFrequency (%)
416 1
0.7%
395 1
0.7%
384 1
0.7%
342 1
0.7%
341 1
0.7%
340 1
0.7%
336 1
0.7%
333 1
0.7%
323 1
0.7%
322 1
0.7%

GR
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct55
Distinct (%)39.3%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean60.8
Minimum0
Maximum170
Zeros34
Zeros (%)23.6%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:22.477996image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median23
Q3119.5
95-th percentile144.1
Maximum170
Range170
Interquartile range (IQR)118.5

Descriptive statistics

Standard deviation61.157798
Coefficient of variation (CV)1.0058848
Kurtosis-1.8080281
Mean60.8
Median Absolute Deviation (MAD)23
Skewness0.17114824
Sum8512
Variance3740.2763
MonotonicityNot monotonic
2025-05-08T11:26:22.618515image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 34
23.6%
1 14
 
9.7%
2 6
 
4.2%
111 4
 
2.8%
117 4
 
2.8%
122 4
 
2.8%
5 3
 
2.1%
107 3
 
2.1%
121 3
 
2.1%
139 3
 
2.1%
Other values (45) 62
43.1%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 34
23.6%
1 14
9.7%
2 6
 
4.2%
3 1
 
0.7%
4 3
 
2.1%
5 3
 
2.1%
6 3
 
2.1%
7 1
 
0.7%
9 1
 
0.7%
13 1
 
0.7%
ValueCountFrequency (%)
170 1
0.7%
162 1
0.7%
156 1
0.7%
155 2
1.4%
152 1
0.7%
146 1
0.7%
144 1
0.7%
142 1
0.7%
141 1
0.7%
140 1
0.7%

AG
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct70
Distinct (%)50.0%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean125.26429
Minimum0
Maximum416
Zeros27
Zeros (%)18.8%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:22.775749image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median44
Q3243.25
95-th percentile302.15
Maximum416
Range416
Interquartile range (IQR)242.25

Descriptive statistics

Standard deviation125.78557
Coefficient of variation (CV)1.0041614
Kurtosis-1.7075923
Mean125.26429
Median Absolute Deviation (MAD)44
Skewness0.19838037
Sum17537
Variance15822.009
MonotonicityNot monotonic
2025-05-08T11:26:22.923202image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 27
 
18.8%
1 12
 
8.3%
3 7
 
4.9%
2 6
 
4.2%
228 5
 
3.5%
4 4
 
2.8%
206 3
 
2.1%
272 3
 
2.1%
246 2
 
1.4%
5 2
 
1.4%
Other values (60) 69
47.9%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 27
18.8%
1 12
8.3%
2 6
 
4.2%
3 7
 
4.9%
4 4
 
2.8%
5 2
 
1.4%
6 2
 
1.4%
9 1
 
0.7%
12 1
 
0.7%
26 1
 
0.7%
ValueCountFrequency (%)
416 1
0.7%
327 1
0.7%
324 1
0.7%
320 1
0.7%
308 1
0.7%
306 1
0.7%
305 1
0.7%
302 1
0.7%
295 1
0.7%
292 1
0.7%

TG
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct53
Distinct (%)37.9%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean65.228571
Minimum0
Maximum199
Zeros49
Zeros (%)34.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:23.039091image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median13
Q3129
95-th percentile158.15
Maximum199
Range199
Interquartile range (IQR)129

Descriptive statistics

Standard deviation67.312259
Coefficient of variation (CV)1.0319444
Kurtosis-1.7767177
Mean65.228571
Median Absolute Deviation (MAD)13
Skewness0.19517215
Sum9132
Variance4530.9402
MonotonicityNot monotonic
2025-05-08T11:26:23.188369image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 49
34.0%
2 6
 
4.2%
130 5
 
3.5%
6 4
 
2.8%
1 4
 
2.8%
127 4
 
2.8%
3 3
 
2.1%
121 3
 
2.1%
4 3
 
2.1%
110 3
 
2.1%
Other values (43) 56
38.9%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 49
34.0%
1 4
 
2.8%
2 6
 
4.2%
3 3
 
2.1%
4 3
 
2.1%
6 4
 
2.8%
11 1
 
0.7%
15 1
 
0.7%
28 1
 
0.7%
86 1
 
0.7%
ValueCountFrequency (%)
199 1
 
0.7%
181 1
 
0.7%
171 1
 
0.7%
168 1
 
0.7%
166 1
 
0.7%
164 1
 
0.7%
161 1
 
0.7%
158 1
 
0.7%
157 1
 
0.7%
154 3
2.1%

TI
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct56
Distinct (%)40.0%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean84.371429
Minimum0
Maximum260
Zeros37
Zeros (%)25.7%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:23.336365image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median19
Q3165.25
95-th percentile205.1
Maximum260
Range260
Interquartile range (IQR)165.25

Descriptive statistics

Standard deviation86.210662
Coefficient of variation (CV)1.0217992
Kurtosis-1.6996947
Mean84.371429
Median Absolute Deviation (MAD)19
Skewness0.21820802
Sum11812
Variance7432.2783
MonotonicityNot monotonic
2025-05-08T11:26:23.454700image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 37
25.7%
1 10
 
6.9%
2 6
 
4.2%
4 4
 
2.8%
3 4
 
2.8%
156 4
 
2.8%
172 4
 
2.8%
16 3
 
2.1%
166 3
 
2.1%
182 3
 
2.1%
Other values (46) 62
43.1%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 37
25.7%
1 10
 
6.9%
2 6
 
4.2%
3 4
 
2.8%
4 4
 
2.8%
5 1
 
0.7%
7 1
 
0.7%
9 1
 
0.7%
14 1
 
0.7%
15 1
 
0.7%
ValueCountFrequency (%)
260 1
0.7%
248 1
0.7%
245 1
0.7%
239 1
0.7%
215 1
0.7%
207 2
1.4%
205 2
1.4%
196 1
0.7%
195 1
0.7%
191 2
1.4%

VD
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct71
Distinct (%)50.7%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean179.42857
Minimum0
Maximum577
Zeros21
Zeros (%)14.6%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:23.612285image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median47
Q3353
95-th percentile419.35
Maximum577
Range577
Interquartile range (IQR)352

Descriptive statistics

Standard deviation182.39423
Coefficient of variation (CV)1.0165284
Kurtosis-1.765259
Mean179.42857
Median Absolute Deviation (MAD)47
Skewness0.18190829
Sum25120
Variance33267.657
MonotonicityNot monotonic
2025-05-08T11:26:23.800724image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 21
 
14.6%
1 16
 
11.1%
2 9
 
6.2%
3 6
 
4.2%
4 5
 
3.5%
363 3
 
2.1%
323 3
 
2.1%
324 2
 
1.4%
33 2
 
1.4%
47 2
 
1.4%
Other values (61) 71
49.3%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 21
14.6%
1 16
11.1%
2 9
6.2%
3 6
 
4.2%
4 5
 
3.5%
5 2
 
1.4%
6 1
 
0.7%
7 1
 
0.7%
12 1
 
0.7%
13 1
 
0.7%
ValueCountFrequency (%)
577 1
0.7%
478 1
0.7%
477 1
0.7%
459 1
0.7%
452 1
0.7%
447 1
0.7%
445 1
0.7%
418 1
0.7%
413 1
0.7%
406 1
0.7%

VS
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct58
Distinct (%)41.4%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean69.135714
Minimum0
Maximum225
Zeros34
Zeros (%)23.6%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:24.016351image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median24
Q3138.25
95-th percentile162.15
Maximum225
Range225
Interquartile range (IQR)137.25

Descriptive statistics

Standard deviation70.098308
Coefficient of variation (CV)1.0139233
Kurtosis-1.7101345
Mean69.135714
Median Absolute Deviation (MAD)24
Skewness0.20607541
Sum9679
Variance4913.7728
MonotonicityNot monotonic
2025-05-08T11:26:24.267551image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 34
23.6%
1 13
 
9.0%
3 6
 
4.2%
2 5
 
3.5%
122 5
 
3.5%
140 4
 
2.8%
141 4
 
2.8%
148 3
 
2.1%
5 3
 
2.1%
10 3
 
2.1%
Other values (48) 60
41.7%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 34
23.6%
1 13
 
9.0%
2 5
 
3.5%
3 6
 
4.2%
4 2
 
1.4%
5 3
 
2.1%
7 1
 
0.7%
10 3
 
2.1%
13 1
 
0.7%
19 1
 
0.7%
ValueCountFrequency (%)
225 1
0.7%
199 1
0.7%
184 1
0.7%
181 1
0.7%
175 1
0.7%
168 1
0.7%
165 1
0.7%
162 1
0.7%
159 1
0.7%
158 2
1.4%

NE
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct55
Distinct (%)39.3%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean63.742857
Minimum0
Maximum224
Zeros43
Zeros (%)29.9%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:24.486228image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median13.5
Q3127
95-th percentile152
Maximum224
Range224
Interquartile range (IQR)127

Descriptive statistics

Standard deviation65.641864
Coefficient of variation (CV)1.0297917
Kurtosis-1.6694431
Mean63.742857
Median Absolute Deviation (MAD)13.5
Skewness0.22360757
Sum8924
Variance4308.8543
MonotonicityNot monotonic
2025-05-08T11:26:24.718214image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 43
29.9%
1 11
 
7.6%
2 5
 
3.5%
133 4
 
2.8%
112 4
 
2.8%
127 3
 
2.1%
106 3
 
2.1%
113 3
 
2.1%
152 3
 
2.1%
119 3
 
2.1%
Other values (45) 58
40.3%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 43
29.9%
1 11
 
7.6%
2 5
 
3.5%
3 3
 
2.1%
5 2
 
1.4%
6 1
 
0.7%
8 2
 
1.4%
10 2
 
1.4%
11 1
 
0.7%
16 1
 
0.7%
ValueCountFrequency (%)
224 1
 
0.7%
178 1
 
0.7%
175 1
 
0.7%
156 2
1.4%
153 1
 
0.7%
152 3
2.1%
150 1
 
0.7%
148 2
1.4%
145 1
 
0.7%
144 1
 
0.7%

GE
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct63
Distinct (%)45.0%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean99.75
Minimum0
Maximum313
Zeros36
Zeros (%)25.0%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:24.833927image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median20
Q3194.25
95-th percentile241.1
Maximum313
Range313
Interquartile range (IQR)194.25

Descriptive statistics

Standard deviation102.66724
Coefficient of variation (CV)1.0292456
Kurtosis-1.7721268
Mean99.75
Median Absolute Deviation (MAD)20
Skewness0.19252652
Sum13965
Variance10540.563
MonotonicityNot monotonic
2025-05-08T11:26:24.950951image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 36
25.0%
1 15
 
10.4%
2 7
 
4.9%
190 4
 
2.8%
180 4
 
2.8%
209 3
 
2.1%
184 3
 
2.1%
202 3
 
2.1%
214 2
 
1.4%
186 2
 
1.4%
Other values (53) 61
42.4%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 36
25.0%
1 15
10.4%
2 7
 
4.9%
3 1
 
0.7%
4 1
 
0.7%
5 1
 
0.7%
7 1
 
0.7%
8 2
 
1.4%
9 2
 
1.4%
10 1
 
0.7%
ValueCountFrequency (%)
313 1
0.7%
278 1
0.7%
270 1
0.7%
250 1
0.7%
247 1
0.7%
246 1
0.7%
243 1
0.7%
241 1
0.7%
239 1
0.7%
232 2
1.4%

CH
Real number (ℝ)

High correlation  Missing  Zeros 

Distinct111
Distinct (%)79.3%
Missing4
Missing (%)2.8%
Infinite0
Infinite (%)0.0%
Mean2069.9143
Minimum0
Maximum6235
Zeros5
Zeros (%)3.5%
Negative0
Negative (%)0.0%
Memory size1.2 KiB
2025-05-08T11:26:25.078894image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1.95
Q111
median484.5
Q34079.5
95-th percentile4797.65
Maximum6235
Range6235
Interquartile range (IQR)4068.5

Descriptive statistics

Standard deviation2098.5643
Coefficient of variation (CV)1.0138412
Kurtosis-1.831992
Mean2069.9143
Median Absolute Deviation (MAD)484.5
Skewness0.15454347
Sum289788
Variance4403972.3
MonotonicityNot monotonic
2025-05-08T11:26:25.266775image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3 5
 
3.5%
0 5
 
3.5%
7 4
 
2.8%
2 4
 
2.8%
5 4
 
2.8%
4 3
 
2.1%
10 3
 
2.1%
9 3
 
2.1%
17 2
 
1.4%
78 2
 
1.4%
Other values (101) 105
72.9%
(Missing) 4
 
2.8%
ValueCountFrequency (%)
0 5
3.5%
1 2
 
1.4%
2 4
2.8%
3 5
3.5%
4 3
2.1%
5 4
2.8%
6 1
 
0.7%
7 4
2.8%
9 3
2.1%
10 3
2.1%
ValueCountFrequency (%)
6235 1
0.7%
5428 1
0.7%
5354 1
0.7%
5250 1
0.7%
5174 1
0.7%
5003 1
0.7%
4848 1
0.7%
4795 1
0.7%
4758 1
0.7%
4744 1
0.7%

Interactions

2025-05-08T11:26:11.859481image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:24:58.179436image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:01.609012image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:04.536875image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:07.536415image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:10.338397image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:13.838314image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:16.322853image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:19.280590image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:22.233109image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:24.987359image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:28.214702image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:31.440202image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:35.102450image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:37.988418image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:41.158717image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:43.712398image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:45.882536image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:48.170167image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:51.054910image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:53.837991image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:56.481949image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:59.082097image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:01.371337image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:04.582760image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:06.953738image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:09.227137image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:11.942993image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:24:58.292400image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:01.752064image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:04.633089image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:07.739065image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:10.476583image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:13.921224image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:16.414549image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:19.404415image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:22.315792image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:25.071733image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:28.373341image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:31.575833image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:35.207814image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:38.094342image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
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2025-05-08T11:25:56.153521image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:58.709235image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:01.047822image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:04.240105image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:06.622026image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:08.905507image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:11.403659image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:14.043659image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:01.139238image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:04.305075image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:07.016472image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:09.992706image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:13.573738image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:16.058153image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:18.658347image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:21.981266image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:24.683372image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:27.932048image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:31.016978image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:34.625971image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:37.643396image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:40.871994image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:43.448024image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:45.645005image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:47.927827image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:50.813069image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:53.421220image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:56.236009image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:58.799618image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:01.132268image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:04.321694image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:06.698156image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:08.986427image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:11.485250image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:14.125799image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:01.311284image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:04.387378image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:07.350598image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:10.119461image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:13.656532image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:16.141140image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:18.751571image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:22.066321image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:24.780375image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:28.014914image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:31.158729image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:34.789570image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:37.757171image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:40.958385image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:43.522096image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:45.724255image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:48.002413image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:50.886122image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:53.597493image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:56.313360image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:58.882138image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:01.206120image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:04.403354image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:06.772896image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:09.052379image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:11.685454image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:14.216489image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:01.441126image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:04.453148image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:07.438070image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:10.255823image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:13.747132image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:16.231425image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:19.188386image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:22.143310image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:24.899834image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:28.113684image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:31.292452image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:34.959584image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:37.887895image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:41.052485image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:43.621804image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:45.799096image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:48.085315image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:50.964570image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:53.731925image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:56.399457image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:25:58.984246image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:01.291322image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:04.495648image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:06.871622image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:09.142627image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-05-08T11:26:11.768337image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Correlations

2025-05-08T11:26:25.439929image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
AGAIARBEBLBSCHFRGEGLGRLUMonthNENWOWParameterSGSHSOSZTGTIURVDVSYearZGZH
AG1.0000.8740.9090.9610.9220.9230.9700.9120.9220.8800.9260.9290.0300.9190.8410.8580.7110.9320.9060.9250.9210.9330.9360.8460.9370.919-0.0050.8870.953
AI0.8741.0000.8880.8770.8710.8760.8760.8670.8680.8450.8670.8710.0000.8800.8500.8480.6700.8750.8510.8680.8690.8670.8700.8600.8630.861-0.0420.8680.878
AR0.9090.8881.0000.9280.9120.9090.9320.8900.9120.8940.8920.9150.1180.8950.8850.8600.7070.9190.9020.9020.8910.9150.9030.8650.9190.895-0.0520.8710.927
BE0.9610.8770.9281.0000.9360.9290.9870.9190.9360.8920.9400.9350.2070.9280.8600.8590.6940.9540.9030.9350.9210.9390.9460.8520.9530.926-0.0190.8890.954
BL0.9220.8710.9120.9361.0000.9140.9430.8830.9060.9010.9130.9130.1180.9200.8560.8520.7030.9160.9040.9200.9000.9120.9220.8400.9180.919-0.0030.8750.934
BS0.9230.8760.9090.9290.9141.0000.9470.8820.9130.8760.9070.9150.1450.9060.8580.8570.6930.9170.9000.9140.8880.9170.9310.8660.9190.8990.0130.8850.945
CH0.9700.8760.9320.9870.9430.9471.0000.9290.9480.8980.9430.9410.2390.9280.8540.8560.6920.9600.9140.9430.9240.9450.9540.8560.9670.939-0.0250.8940.976
FR0.9120.8670.8900.9190.8830.8820.9291.0000.9170.8860.8970.9020.1430.8820.8510.8500.7240.9170.8770.9200.9050.9000.9030.8630.9110.888-0.0720.8680.915
GE0.9220.8680.9120.9360.9060.9130.9480.9171.0000.8680.9090.9170.1930.9090.8590.8580.7150.9100.9050.9160.9090.9190.9130.8520.9200.900-0.0170.8810.938
GL0.8800.8450.8940.8920.9010.8760.8980.8860.8681.0000.8800.8930.0000.8580.8560.8360.7070.8990.8850.8930.8820.8930.8840.8700.9050.895-0.0920.8690.883
GR0.9260.8670.8920.9400.9130.9070.9430.8970.9090.8801.0000.8860.0950.8880.8520.8440.6920.9190.8750.9140.9150.9060.9100.8670.9290.894-0.0350.8980.931
LU0.9290.8710.9150.9350.9130.9150.9410.9020.9170.8930.8861.0000.0850.8900.8570.8610.7080.9330.8940.9050.9180.9280.9160.8410.9150.920-0.0530.8830.924
Month0.0300.0000.1180.2070.1180.1450.2390.1430.1930.0000.0950.0851.0000.0340.0000.0000.0000.2790.0000.1030.0770.1860.1310.0000.1550.0570.0000.1430.114
NE0.9190.8800.8950.9280.9200.9060.9280.8820.9090.8580.8880.8900.0341.0000.8510.8580.6870.9070.8740.8960.9060.8880.9200.8500.9040.889-0.0150.8790.902
NW0.8410.8500.8850.8600.8560.8580.8540.8510.8590.8560.8520.8570.0000.8511.0000.8950.7130.8600.8560.8660.8420.8540.8510.8440.8430.865-0.0450.8650.845
OW0.8580.8480.8600.8590.8520.8570.8560.8500.8580.8360.8440.8610.0000.8580.8951.0000.7070.8610.8500.8700.8420.8510.8540.8560.8560.850-0.0010.8500.859
Parameter0.7110.6700.7070.6940.7030.6930.6920.7240.7150.7070.6920.7080.0000.6870.7130.7071.0000.7010.7250.6930.7000.6890.6960.6920.6920.7100.4670.7210.708
SG0.9320.8750.9190.9540.9160.9170.9600.9170.9100.8990.9190.9330.2790.9070.8600.8610.7011.0000.9050.9220.9030.9260.9180.8680.9360.914-0.0330.8890.939
SH0.9060.8510.9020.9030.9040.9000.9140.8770.9050.8850.8750.8940.0000.8740.8560.8500.7250.9051.0000.9190.8840.9110.8910.8490.9090.886-0.0110.8860.909
SO0.9250.8680.9020.9350.9200.9140.9430.9200.9160.8930.9140.9050.1030.8960.8660.8700.6930.9220.9191.0000.9070.9420.9190.8720.9290.9130.0130.8870.932
SZ0.9210.8690.8910.9210.9000.8880.9240.9050.9090.8820.9150.9180.0770.9060.8420.8420.7000.9030.8840.9071.0000.9120.9020.8480.9060.901-0.0700.8800.914
TG0.9330.8670.9150.9390.9120.9170.9450.9000.9190.8930.9060.9280.1860.8880.8540.8510.6890.9260.9110.9420.9121.0000.9140.8610.9360.9160.0130.8790.927
TI0.9360.8700.9030.9460.9220.9310.9540.9030.9130.8840.9100.9160.1310.9200.8510.8540.6960.9180.8910.9190.9020.9141.0000.8530.9360.9250.0120.8780.936
UR0.8460.8600.8650.8520.8400.8660.8560.8630.8520.8700.8670.8410.0000.8500.8440.8560.6920.8680.8490.8720.8480.8610.8531.0000.8550.836-0.0550.8780.859
VD0.9370.8630.9190.9530.9180.9190.9670.9110.9200.9050.9290.9150.1550.9040.8430.8560.6920.9360.9090.9290.9060.9360.9360.8551.0000.925-0.0400.8730.931
VS0.9190.8610.8950.9260.9190.8990.9390.8880.9000.8950.8940.9200.0570.8890.8650.8500.7100.9140.8860.9130.9010.9160.9250.8360.9251.000-0.0570.8640.919
Year-0.005-0.042-0.052-0.019-0.0030.013-0.025-0.072-0.017-0.092-0.035-0.0530.000-0.015-0.045-0.0010.467-0.033-0.0110.013-0.0700.0130.012-0.055-0.040-0.0571.000-0.0290.005
ZG0.8870.8680.8710.8890.8750.8850.8940.8680.8810.8690.8980.8830.1430.8790.8650.8500.7210.8890.8860.8870.8800.8790.8780.8780.8730.864-0.0291.0000.899
ZH0.9530.8780.9270.9540.9340.9450.9760.9150.9380.8830.9310.9240.1140.9020.8450.8590.7080.9390.9090.9320.9140.9270.9360.8590.9310.9190.0050.8991.000

Missing values

2025-05-08T11:26:14.422307image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
A simple visualization of nullity by column.
2025-05-08T11:26:14.635637image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
2025-05-08T11:26:14.981389image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

MonthYearParameterZHBELUURSZOWNWGLZGFRSOBSBLSHARAISGGRAGTGTIVDVSNEGECH
0January1953Deaths Influenza9.03.00.00.01.00.00.00.00.01.00.02.02.00.00.00.00.02.05.00.04.01.07.03.02.042.0
1February1953Deaths Influenza90.071.09.01.05.00.01.04.07.04.010.09.04.011.03.01.021.016.040.06.042.047.041.011.021.0475.0
2March1953Deaths Influenza47.087.026.03.04.03.02.06.07.014.012.02.09.08.04.02.036.020.036.028.014.033.028.06.09.0446.0
3April1953Deaths Influenza7.018.04.00.00.01.01.02.00.00.02.02.05.01.01.00.06.01.03.03.01.04.010.01.05.078.0
4May1953Deaths Influenza0.03.01.00.00.00.01.00.00.01.00.00.01.00.00.00.02.00.01.00.01.04.01.01.00.017.0
5June1953Deaths Influenza2.01.00.00.00.00.00.00.01.00.00.00.00.00.00.00.01.01.01.00.00.02.01.00.00.010.0
6July1953Deaths Influenza1.00.00.00.00.00.00.00.00.00.00.00.01.00.00.00.00.01.00.00.00.00.00.00.00.03.0
7August1953Deaths Influenza0.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.01.00.01.00.00.02.0
8September1953Deaths Influenza0.00.00.00.00.00.00.00.00.01.00.00.00.00.00.00.00.00.00.00.00.00.00.00.00.01.0
9October1953Deaths Influenza0.00.00.00.00.00.00.00.00.02.00.00.00.00.00.00.00.00.01.00.00.01.00.00.01.05.0
MonthYearParameterZHBELUURSZOWNWGLZGFRSOBSBLSHARAISGGRAGTGTIVDVSNEGECH
134March1958Total deaths772.0817.0164.022.073.022.020.035.044.0139.0165.0213.095.071.066.014.0292.0131.0269.0128.0182.0396.0129.0156.0246.04661.0
135April1958Total deaths630.0724.0163.020.058.016.014.031.046.0121.0144.0171.0127.062.045.012.0280.0138.0259.0147.0163.0363.0124.0139.0190.04187.0
136May1958Total deaths671.0685.0163.029.050.024.024.030.032.0107.0133.0172.099.051.071.011.0284.0111.0214.0129.0155.0338.0140.0132.0212.04067.0
137June1958Total deaths622.0656.0179.020.056.013.014.028.027.0134.0142.0168.067.047.039.015.0252.0104.0211.0135.0164.0296.0136.0104.0183.03812.0
138July1958Total deaths657.0654.0150.025.045.025.013.038.033.0127.0125.0166.078.053.045.011.0264.0122.0227.0119.0138.0330.0123.0106.0179.03853.0
139August1958Total deaths583.0594.0154.021.053.013.013.031.035.0112.0128.0149.089.050.039.010.0229.082.0213.0110.0135.0270.0137.0111.0138.03499.0
140September1958Total deathsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
141October1958Total deathsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
142November1958Total deathsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
143December1958Total deathsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN